Microsoft Cloud Workshop: Intelligent Vending Machines (40504C)

In this workshop, you will explore an IoT solution for intelligent vending machines, leveraging facial feature recognition and Azure machine learning, to gain a better understanding of building cloud-based machine learning apps and real-time analytics with SQL Database in-memory and columnar indexing.

Audience Profile
This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services as described in the ‘About this Course’ and ‘At Course Completion’ areas.  Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.

Objectives
At the end of this workshop, you will be better able to design IoT solutions leveraging cloud-based machine learning services and real-time analytics.
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Course Outline

Module 1: Whiteboard Design Session - Intelligent vending machines

Lessons
  • Review the customer case study
  • Design a proof of concept solution
  • Present the solution

Module 2: Hands-on Lab - Intelligent vending machines
Lessons
  • Environment setup
  • Create Dynamic Pricing Model
  • Implement dynamic pricing
  • Implement purchasing
  • Implement device command and control
  • Analytics with Power BI Desktop